Table 2.
P* | Method | β1 = 0.8 | β1 = 0 | ||||
---|---|---|---|---|---|---|---|
Bias† | ESE‡ | ASE§ | RMSE¶ | CP(%)** | Err(%)†† | ||
0.1 | Full | 0.013 | 0.088 | 0.082 | 0.089 | 0.94 | 5.6 |
Hlf DL | −0.061 | 0.082 | 0.079 | 0.102 | 0.85 | 5.3 | |
Deletion | 0.014 | 0.098 | 0.093 | 0.099 | 0.94 | 5.6 | |
MI | 0.003 | 0.111 | 0.114 | 0.111 | 0.95 | 4.6 | |
ROS | −0.007 | 0.086 | 0.083 | 0.086 | 0.95 | 5.2 | |
Bayesian | 0.004 | 0.088 | 0.083 | 0.088 | 0.94 | 5.9 | |
0.3 | Full | 0.009 | 0.086 | 0.082 | 0.086 | 0.94 | 6.5 |
Half DL | −0.193 | 0.067 | 0.068 | 0.205 | 0.20 | 6.0 | |
Deletion | 0.017 | 0.124 | 0.115 | 0.125 | 0.93 | 5.1 | |
MI | −0.045 | 0.166 | 0.170 | 0.172 | 0.93 | 3.2 | |
ROS | −0.086 | 0.080 | 0.087 | 0.117 | 0.83 | 3.6 | |
Bayesian | −0.020 | 0.089 | 0.085 | 0.091 | 0.93 | 7.0 | |
0.5 | Full | 0.010 | 0.083 | 0.082 | 0.084 | 0.95 | 5.5 |
Half DL | −0.257 | 0.060 | 0.061 | 0.264 | 0.03 | 6.0 | |
Deletion | 0.028 | 0.154 | 0.150 | 0.156 | 0.95 | 5.7 | |
MI | −0.141 | 0.242 | 0.241 | 0.280 | 0.88 | 2.4 | |
ROS | −0.214 | 0.072 | 0.091 | 0.225 | 0.32 | 2.2 | |
Bayesian | −0.039 | 0.090 | 0.090 | 0.098 | 0.91 | 5.8 |
P is the proportion of DL
Bias is defined as β-β
ESE is the empirical standard error
ASE is the average standard error
RMSE is the root mean square error
CP is the coverage probability for 95% HPD
Err is the type I error rate under null hypothesis.